Databricks Asset Bundles

Databricks Asset Bundles (DABs) provide an infrastructure-as-code approach to managing Databricks data and AI projects. Bundles enable version control, CI/CD, deployment, and management of Databricks resources such as jobs, pipelines, apps, schemas, experiments, and model serving endpoints across workspaces using the Databricks CLI. Databricks renamed the product to Declarative Automation Bundles on 2026-03-16; the DABs acronym, the databricks.yml configuration file and the `databricks bundle` command surface are unchanged. The contract is a first-party JSON Schema for databricks.yml published in the databricks/cli repository and readable at runtime with `databricks bundle schema` — there is no OpenAPI, because bundles are driven by the CLI rather than by an HTTP API of their own.

Databricks Asset Bundles is listed with 1 API on the APIs.io network. Tagged areas include CI/CD, Data Engineering, Databricks, Deployment, and Infrastructure as Code.

The Databricks Asset Bundles catalog on APIs.io includes 1 JSON-LD context and 2 Spectral governance rulesets.

Databricks Asset Bundles’ developer surface includes developer portal, getting-started guide, documentation, authentication, FAQ, changelog, pricing, and 60 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

65.0/100 strong ▬ flat Agent 25/100 agent aware saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreemiumSelf serveFree trial⚡ Free to try

1 API 1 MCP Servers 1 Agent Skills

CI/CD Data Engineering Databricks Deployment Infrastructure as Code Job Machine Learning MLOps Pipelines Workflows

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 65.0/100 · strong

Contract Quality 3.0 / 21

Developer Ergonomics 14.6 / 17

Access Clarity 14.5 / 17

Operational Transparency 9.3 / 11

Contract Governance 4.6 / 10

Discoverability 5.8 / 9

Regulatory Posture 6.3 / 15

Agent readiness — 25/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 9 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 6 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document

7 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 13.9 — up to +21.5 composite points
Contract Governance scores 45.5 — up to +6.5 composite points
Discoverability scores 68.3 — up to +3.2 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/databricks-asset-bundles/apis.yml: open an issue on github.com/api-evangelist/databricks-asset-bundles to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
Cloud Native (Kubernetes, CNCF, FinOps)	undeclared	-	-	-
GitHub Marketplace (GitHub-native publisher layer)	undeclared	-	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

Standards implemented 2

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Model Context Protocol (MCP)

measured — observed by APIs.io (templated)

Agent Skills

measured — observed by APIs.io (published)

APIs 1

Individual APIs this provider publishes, each with its own machine-readable definition.

Databricks Asset Bundles API

The Databricks Asset Bundles API provides CLI-driven endpoints for initializing, validating, deploying, running, and destroying bundles of Databricks resources. Bundles define i...

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

Databricks Asset Bundles MCP Server

Remote MCP server at requiring OAuth.

MCP SERVER

Agent Skills 1

Packaged agent skills for driving this provider's APIs from an AI assistant.

deploy-a-bundle

AGENT SKILL

Databricks Asset Bundles API pricing

Prices published by Databricks Asset Bundles. A free plan or tier is listed.

Plan	Price
Free Edition free	Free
Free trial trial	Free
Pay-as-you-go usage-based	—
Committed Use Contract enterprise	—

Plan details, limits and sources →

Rate limits

DBFS API: 30 requests per second
OpenSharing APIs (Providers, Recipients, Shares): 400 requests per second
Jobs API — create, get, list, reset, run-now: 20 requests per second

All 14 limits →

Pricing Plans 1

Published pricing tiers and plan structures.

Databricks Asset Bundles Plans Pricing

4 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Databricks Asset Bundles Rate Limits

14 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Databricks Asset Bundles Finops

FINOPS

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Databricks Asset Bundles Context

0 classes · 8 properties

JSON-LD

Spectral Rules 2

Spectral governance rulesets for linting and validating these APIs.

Databricks Asset Bundles — jsonschema rules

5 rules · 4 warnings 1 info

SPECTRAL

Databricks Asset Bundles API Rules

5 rules · 2 errors 3 warnings

SPECTRAL

JSON Schema 2

Standalone JSON Schema definitions for this provider's data models.

Databricks Asset Bundle

14 properties

JSON SCHEMA

Databricks Asset Bundles Bundle Jsonschema

15 properties

JSON SCHEMA

Security Posture 4

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Databricks Asset Bundles Authentication

4 schemes

SECURITY

Databricks Asset Bundles Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Databricks Asset Bundles Vulnerability Disclosure

security.txt · contact published

SECURITY

Databricks Asset Bundles Trust Center

SOC 2 Type II, ISO certifications

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Databricks Asset Bundles Scopes

9 scopes

SCOPES

Resources

Get Started 5

Portal, sign-up, and the first successful call

Portal

Portal

GettingStarted

GettingStarted

Login

Signup

Signup

Sandbox

Sandbox

Documentation 4

Reference material describing how the API behaves

Documentation

Reference

CLI Reference

Migration Guide

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

LlmsText

WellKnown

MCPServer

AgentSkill

LLMsTxt

Design & Contract 8

Pagination, idempotency, versioning, errors, and events

JSONLD

Vocabulary

Rules

Conventions

Idempotency

Lifecycle

Conformance

DataModel

Scroll for all 8

Build 9

SDKs, sample code, and the tooling you integrate with

Configuration Examples

Configuration Examples

Library Dependencies

GitHubRepository

GitHub Examples

GitHub Action

GitHubOrganization

Packages

SDKs

CLI

Scroll for all 9

Access & Security 9

Authentication, authorization, and security posture

SecurityPolicy

SecurityPolicy

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

Authentication

Security

SecurityTxt

OAuthScopes

Compliance

TrustCenter

Scroll for all 9

Learn 2

Tutorials, courses, talks, and written guidance

Tutorials

Tutorials

Training

Training

Operate 10

Status, limits, changes, and where to get help

IssueTracker

Releases

FAQ

ChangeLog

StatusPage

Support

Community

Contact

Deprecation

RateLimits

Scroll for all 10

Commercial 5

Pricing, plans, and the legal terms of use

FinOps

Pricing

TermsOfService

PrivacyPolicy

Plans

Company 2

The organization behind the API

Blog

Blog

Website

Website

Other 8

Properties that don't map to a standard resource type

Resources

Templates

Permissions

Variables

Deployment Modes

Python Wheel

Python Configuration

Python Configuration

CI/CD

CI/CD

Scroll for all 8

Source (apis.yml)

aid: databricks-asset-bundles
name: Databricks Asset Bundles
description: Databricks Asset Bundles (DABs) provide an infrastructure-as-code approach to managing Databricks data and AI
  projects. Bundles enable version control, CI/CD, deployment, and management of Databricks resources such as jobs, pipelines,
  apps, schemas, experiments, and model serving endpoints across workspaces using the Databricks CLI. Databricks renamed the
  product to Declarative Automation Bundles on 2026-03-16; the DABs acronym, the databricks.yml configuration file and the
  `databricks bundle` command surface are unchanged. The contract is a first-party JSON Schema for databricks.yml published
  in the databricks/cli repository and readable at runtime with `databricks bundle schema` — there is no OpenAPI, because
  bundles are driven by the CLI rather than by an HTTP API of their own.
type: Index
deliveryModel:
  model: saas
  license_evidence:
    not_product:
    - databricks/cli
  open_source: unknown
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: low
  source:
  - pricing
  - repository-not-product
  generated: '2026-09-25'
  method: derived
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: true
  try_now: true
  public: false
  gated: none
  gated_source:
  - onboarding
  label: Freemium (free trial) · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  - scopes
  - rate-limits
  - security
  - sandbox
  generated: '2026-11-06'
  method: derived
image: https://www.databricks.com/sites/default/files/2023-05/databricks-logo.png
x-docs-platform: docusaurus
x-docs-platform-confidence: medium
x-docs-platform-checked: 2026-09-25
tags:
- CI/CD
- Data Engineering
- Databricks
- Deployment
- Infrastructure as Code
- Job
- Machine Learning
- MLOps
- Pipelines
- Workflows
tags_raw:
- CI/CD
- Data Engineering
- Databricks
- Deployment
- Infrastructure as Code
- Jobs
- Machine Learning
- MLOps
- Pipelines
- Workflows
- Machine-Learning
url: https://raw.githubusercontent.com/api-evangelist/databricks-asset-bundles/refs/heads/main/apis.yml
created: '2024-01-01'
modified: '2026-09-05'
specificationVersion: '0.23'
kind: company
position: Consuming
access: 3rd-Party
apis:
- aid: databricks-asset-bundles:databricks-asset-bundles-api
  name: Databricks Asset Bundles API
  description: The Databricks Asset Bundles API provides CLI-driven endpoints for initializing, validating, deploying, running,
    and destroying bundles of Databricks resources. Bundles define infrastructure and workspace settings such as deployment
    targets, resource configurations for jobs, pipelines, apps, and other assets, enabling programmatic lifecycle management
    of Databricks projects across development, staging, and production environments.
  image: https://www.databricks.com/sites/default/files/2023-05/databricks-logo.png
  humanURL: https://docs.databricks.com/aws/en/dev-tools/bundles
  baseURL: https://<workspace-instance>.cloud.databricks.com/api/2.0
  tags:
  - Bundles
  - CI/CD
  - Deployment
  - Infrastructure as Code
  - Workflows
  properties:
  - type: Documentation
    url: https://docs.databricks.com/aws/en/dev-tools/bundles
  - type: Reference
    url: https://docs.databricks.com/aws/en/dev-tools/bundles/reference
  - type: Authentication
    url: https://docs.databricks.com/aws/en/dev-tools/bundles/authentication
  - type: GettingStarted
    url: https://docs.databricks.com/aws/en/dev-tools/bundles/jobs-tutorial
  - type: ChangeLog
    url: https://docs.databricks.com/aws/en/release-notes/dev-tools/bundles
  - type: FAQ
    url: https://docs.databricks.com/aws/en/dev-tools/bundles/faqs
  - type: JSONSchema
    url: json-schema/databricks-asset-bundles-bundle-jsonschema.json
  contact:
  - FN: Databricks Support
    email: support@databricks.com
    url: https://help.databricks.com/
common:
- type: FinOps
  url: finops/databricks-asset-bundles-finops.yml
- type: IssueTracker
  url: https://github.com/databricks/cli/issues
- type: Releases
  url: https://github.com/databricks/cli/releases
- type: SecurityPolicy
  url: https://github.com/databricks/cli/blob/main/SECURITY.md
- type: VulnerabilityDisclosure
  url: security/databricks-asset-bundles-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/databricks-asset-bundles-domain-security.yml
- type: Portal
  url: https://docs.databricks.com/aws/en/dev-tools/bundles
- type: GettingStarted
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/jobs-tutorial
- type: Documentation
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/settings
- type: Reference
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/reference
- type: Tutorials
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/tutorials
- type: CLI Reference
  url: https://docs.databricks.com/aws/en/dev-tools/cli/bundle-commands
- type: Authentication
  url: authentication/databricks-asset-bundles-authentication.yml
- type: Resources
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/resources
- type: Templates
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/templates
- type: Configuration Examples
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/examples
- type: Permissions
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/permissions
- type: Variables
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/variables
- type: Deployment Modes
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/deployment-modes
- type: Library Dependencies
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/library-dependencies
- type: Python Wheel
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/python-wheel
- type: Python Configuration
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/python
- type: CI/CD
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/ci-cd-bundles
- type: Migration Guide
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/migrate-resources
- type: FAQ
  url: https://docs.databricks.com/aws/en/dev-tools/bundles/faqs
- type: ChangeLog
  url: changelog/databricks-asset-bundles-changelog.yml
- type: GitHubRepository
  url: https://github.com/databricks/cli
- type: GitHub Examples
  url: https://github.com/databricks/bundle-examples
- type: GitHub Action
  url: https://github.com/databricks/setup-cli
- type: Pricing
  url: https://www.databricks.com/product/pricing
- type: StatusPage
  url: https://status.databricks.com/
- type: Support
  url: https://help.databricks.com/
- type: Community
  url: https://community.databricks.com/
- type: Blog
  url: https://www.databricks.com/blog
- type: Website
  url: https://www.databricks.com/
- type: Login
  url: https://login.databricks.com/
- type: Signup
  url: https://www.databricks.com/try-databricks
- type: TermsOfService
  url: https://www.databricks.com/legal/terms-of-use
- type: PrivacyPolicy
  url: https://www.databricks.com/legal/privacynotice
- type: Security
  url: https://www.databricks.com/trust
- type: GitHubOrganization
  url: https://github.com/databricks
- type: Training
  url: https://www.databricks.com/learn/training/home
- type: Contact
  url: https://www.databricks.com/company/contact
- type: JSONLD
  url: json-ld/databricks-asset-bundles-context.jsonld
- type: Vocabulary
  url: vocabulary/databricks-asset-bundles-vocabulary.yml
- type: Rules
  url: rules/databricks-asset-bundles-rules.yml
- type: Integrations
  url: https://www.databricks.com/partners
- type: LlmsText
  url: https://docs.databricks.com/llms.txt
- type: WellKnown
  url: well-known/databricks-asset-bundles-well-known.yml
- type: SecurityTxt
  url: well-known/databricks-asset-bundles-security.txt
- type: Packages
  url: packages/databricks-asset-bundles-packages.yml
- type: SDKs
  url: packages/databricks-asset-bundles-packages.yml
- type: CLI
  url: cli/databricks-asset-bundles-cli.yml
- type: MCPServer
  url: mcp/databricks-asset-bundles-mcp.yml
- type: AgentSkill
  url: skills/_index.yml
- type: LLMsTxt
  url: llms/databricks-asset-bundles-llms.txt
- type: Conventions
  url: conventions/databricks-asset-bundles-conventions.yml
- type: Idempotency
  url: conventions/databricks-asset-bundles-conventions.yml
- type: Lifecycle
  url: lifecycle/databricks-asset-bundles-lifecycle.yml
- type: Deprecation
  url: lifecycle/databricks-asset-bundles-lifecycle.yml
- type: OAuthScopes
  url: scopes/databricks-asset-bundles-scopes.yml
- type: Conformance
  url: conformance/databricks-asset-bundles-conformance.yml
- type: Compliance
  url: conformance/databricks-asset-bundles-conformance.yml
- type: TrustCenter
  url: security/databricks-asset-bundles-trust-center.yml
- type: Sandbox
  url: sandbox/databricks-asset-bundles-sandbox.yml
- type: DataModel
  url: data-model/databricks-asset-bundles-data-model.yml
- type: Plans
  url: plans/databricks-asset-bundles-plans-pricing.yml
- type: RateLimits
  url: rate-limits/databricks-asset-bundles-rate-limits.yml
integrations:
- name: Partner Spotlight Featured partner announcements
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
x-enrichment:
  date: '2026-09-05'
  status: enriched
  artifacts_added: 20
  pass: local-v3
x-parent: databricks
x-relationship: product

Databricks Asset Bundles API — frequently asked questions

Does Databricks Asset Bundles have an API?

Yes. APIs.io lists 1 API from Databricks Asset Bundles, including Databricks Asset Bundles API.

How do I authenticate with the Databricks Asset Bundles API?

Databricks Asset Bundles documents its authentication (4 schemes). The details are profiled on APIs.io as Databricks Asset Bundles Authentication.

How much does the Databricks Asset Bundles API cost?

APIs.io lists 4 pricing plans for Databricks Asset Bundles, with each plan's price, limits and inclusions under Pricing on this page.

Does Databricks Asset Bundles have an MCP server?

Yes. APIs.io lists 1 MCP server for Databricks Asset Bundles: Remote MCP server at requiring OAuth.

Is the Databricks Asset Bundles API ready for AI agents?

Databricks Asset Bundles has a Kin Score of 65.0 out of 100 (strong) and an Agent Readiness score of 25.3 (agent-aware), scored by API Evangelist on 2026-11-06.

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